List of the Top 25 Medical Imaging Software for Windows in 2025

ProtonPACS is a comprehensive picture archiving system that excels in managing the storage and distribution of images while streamlining workflows across healthcare organizations. This solution features both front-end and back-end patient management systems designed to minimize the need for manual data entry or the risk of duplicating patient information. It supports seamless integration with HL7 protocols to connect with various information systems, including electronic health records (EHRs) and radiology information systems (RIS). Moreover, ProtonPACS incorporates Intelerad's Inteleviewer, a powerful diagnostic tool that enables radiologists and healthcare professionals to enhance images, adjust layouts, take precise measurements, carry out image reconstructions, and generate important visual summaries. Utilizing an integrated speech recognition engine and worklist, radiologists can efficiently prepare reports for referring physicians. All reports and images can be accessed through the system's portal on any device with web capabilities, ensuring flexibility and convenience. Additionally, ProtonPACS employs a secure hybrid architecture that leverages both local hardware and cloud hosting to provide reliable and efficient service. This innovative combination enhances data security while ensuring accessibility and performance throughout the healthcare facility.

NextGen Healthcare stands out as a prominent provider of software and services that facilitate the evolution of outpatient health care. Their solutions, NextGen Office for smaller practices with 1 to 10 physicians and NextGen Enterprise for larger practices exceeding 10 doctors, offer advanced electronic health record systems designed to alleviate documentation challenges, enhance clinical results, integrate with other health networks, boost satisfaction for both providers and patients, optimize revenue processes, and promote healthier communities overall. By leveraging these innovative technologies, ambulatory practices can focus more on patient care and less on administrative burdens.

MILLENSYS DicomViewer, known as "MiViewer," is an intuitive DICOM viewer software that offers ease of use for its users. It is capable of displaying multi-modality images and cine-loops seamlessly within the same platform. Users can load DICOM studies from various storage media, making it highly versatile. The software comes equipped with essential tools for case navigation and image viewing, streamlining the workflow for everyday tasks. Additionally, MiViewer supports Multi-Frame cine-loops, enabling users to view and control multiple loops with features like play and stop for each loop independently. Its straightforward design ensures that even those with minimal technical knowledge can navigate it effectively. To begin using MiViewer as a single-file DICOM viewer, simply click on miviewer.exe, which facilitates its easy integration into any Windows setting, whether at home or in a professional environment. This accessibility enhances its appeal for users needing reliable and efficient image viewing solutions.

3D-DOCTOR is an advanced software application specifically crafted for 3D modeling, image processing, and measurement, particularly suited for use in MRI, CT, PET, microscopy, as well as scientific and industrial imaging. It supports a wide range of image formats, such as DICOM, TIFF, Interfile, GIF, JPEG, PNG, BMP, PGM, MRC, RAW, and many others, accommodating both grayscale and color images. The software empowers users to construct detailed 3D surface models and conduct real-time volume rendering from 2D cross-sectional images on their computers. Users can export these polygonal mesh models into several formats including STL, DXF, IGES, 3DS, OBJ, VRML, PLY, and XYZ, which are applicable for surgical planning, simulations, quantitative analyses, finite element analyses, and rapid prototyping projects. Furthermore, 3D-DOCTOR aids in the calculation of 3D volumes and various measurements that are crucial for quantitative research endeavors. Its vector-based tools streamline the process of managing image data, executing measurements, and carrying out analyses efficiently. The software also provides the capability to re-slice 3D CT/MRI images along any axis, and it supports the registration of multi-modality images, which facilitates comprehensive image fusions and enhances diagnostic insights. In addition to all these features, 3D-DOCTOR serves as a vital resource for professionals aiming to achieve both accuracy and efficiency in their 3D imaging tasks. With its extensive functionalities, it stands out as a critical asset in the realm of medical imaging and analysis.

MeVisLab is a powerful modular framework designed specifically for research and development in the field of image processing, with a strong focus on applications in medical imaging. It allows for the quick integration and assessment of new algorithms, as well as the development of prototypes intended for clinical use. This platform includes advanced software modules that facilitate various tasks such as segmentation, registration, volumetry, and functional analysis. Developers have the opportunity to engage in module programming, scripting, and creating networks by leveraging the features that MeVisLab offers. By combining visual programming with scripting capabilities in Python and C++, MeVisLab stands out as a vital resource for developers aiming to drive innovation in medical imaging technology. The platform's flexibility guarantees that both seasoned programmers and those new to the field can play significant roles in enhancing image processing solutions, ultimately contributing to improved healthcare outcomes. Additionally, its extensive community support fosters collaboration and knowledge sharing among users.

PostDICOM serves as a robust, cloud-based platform for DICOM file viewing and medical imaging management, allowing users to effortlessly view, store, and share DICOM files through any modern web browser. This adaptable tool supports a wide variety of imaging techniques, including CT, MRI, ultrasound, PET, and X-ray, granting users the ability to remotely access their imaging studies without the need for any software installation. Featuring a comprehensive set of advanced capabilities, PostDICOM facilitates both 2D and 3D image visualization, offers multiplanar reconstruction (MPR), and supports image fusion functionalities. Users can annotate images, conduct measurements, and adjust brightness, contrast, and window levels to optimize their analysis. The platform also includes a management system specifically designed for educational files, allowing the creation and organization of teaching cases, which proves invaluable for learning purposes. Additionally, its collaborative workspaces enable healthcare professionals to seamlessly collaborate while managing user access to streamline their workflow. Moreover, PostDICOM places a strong emphasis on data protection and confidentiality by providing tools for patient data anonymization and ensuring compliance with HIPAA regulations. This combination of extensive features and regulatory adherence underscores its significance in contemporary medical imaging practices, making it an indispensable resource for professionals in the field. Ultimately, its user-friendly interface and comprehensive functionality make it a top choice for medical imaging solutions.

Store, retrieve, and archive an endless array of studies each year with our HIPAA-compliant router, crafted for optimal data management and connectivity via our Gateway™ DICOM router. Enjoy rapid, secure, and scalable solutions tailored to your imaging requirements. Are you struggling with low data quality, transfer issues, costly VPNs, or vendor lock-in? Our services are designed to swiftly help you overcome these challenges. Numerous clients have effectively resolved their most intricate data issues using the Gateway™ DICOM router. Your practice can benefit immensely from the numerous advantages this router offers. Experience intelligent pre-fetching of pertinent prior data based on user-defined criteria, guaranteeing that the information you need is always accessible. With DICOM TLS encryption in place, secure transfers of images are assured, while custom scripting streamlines data cleansing for increased efficiency. Additionally, the router is equipped with multithreading capabilities for faster image transfers and retransmit protocols that automatically resolve any transmission failures. Furthermore, rules-based routing allows for precise criteria to be set for data transfers, and dynamic image compression offers a range of options from lossless to lossy compression, thereby optimizing your workflow and productivity. By integrating our Gateway™ DICOM router into your practice, you will likely experience a significant enhancement in operational efficiency, contributing to a more reliable and quicker service for your patients. This solution not only promotes efficiency but also empowers your team to focus on delivering quality care without the hindrance of data-related issues.

Capillaroscopy has evolved into a more efficient, user-friendly, and objective process thanks to the availability of advanced tools. If you have been performing capillaroscopies for some time and recognize potential areas for enhancement, we introduce an upgraded platform specifically designed to meet your capillaroscopy requirements. Our system improves your capillaroscopy experience by guiding you through the image capture process, analyzing the photos, and delivering insightful information based on its analysis. The functionality is simple: just use your existing capillary scope; there’s no requirement for specialized equipment, allowing you to begin using Capillary.io with any capillaroscope or microscope immediately. By automating the often laborious task of identifying and locating capillaries in each captured image, our application smartly manages this process for you, streamlining your workflow. Moreover, the Capillary.io collaboration feature facilitates easy image sharing and analysis, enabling organized exchanges with fellow professionals. This platform integrates all the crucial elements for capillaroscopy and boasts a robust user interface that assists you in visualizing your images effectively. Enhance not only your practice but also foster better collaboration with colleagues in the field through the innovative features offered by Capillary.io. In doing so, you can elevate your practice to new heights while ensuring that your interactions with peers are both productive and insightful.

Healthcare Imaging Workflow Wizard. MODALIZER+™ effortlessly converts images, videos, and documents to comply with the DICOM® Standard while guaranteeing their safe integration into your PACS. Front Desk/Administrative The clever combination of a paper scanner with DICOM CD Import and Export capabilities, alongside seamless DICOM connectivity in an intuitive application, renders MODALIZER+ an essential asset for front desk functions during the admission, transfer, and discharge of patients. Experience the productivity boost that MODALIZER+ brings to your operations. PACS Administrators Crafted from in-depth knowledge of PACS and DICOM requirements, MODALIZER+ includes features specifically designed to support daily administrative tasks, such as conducting study searches, retrieving data, displaying DICOM headers, and offering options to copy or modify DICOM files, among a host of other necessary capabilities. For the reading doctor Elevate your reporting with MODALIZER+’s Auto-filled Formatted Reports, which enable you to create sophisticated presentations of your diagnostic reports, complete with your logo, custom graphics, and tailored layouts, ensuring your findings are presented with a professional touch. By utilizing MODALIZER+, you can optimize your workflow, leading to improved accuracy and efficiency throughout your practice. The comprehensive features offered by MODALIZER+ not only save time but also enhance the overall quality of patient care.

Realize Medical's Elucis is an FDA-approved extended reality platform designed to enhance image segmentation, facilitate collaboration among dispersed teams, and enable procedural planning within a virtual reality environment. Capable of managing an unlimited array of 3D and 4D CT and MR images, Elucis ensures comprehensive project integration. It features state-of-the-art image processing tools that include both manual and automatic registration, along with the ability to visualize images in 2D, 3D, and 4D formats. The platform’s segmentation capabilities are crafted for both efficiency and ease of use, allowing for accurate measurement, cutting, and planning tasks to be performed directly in a virtual setting. Moreover, Elucis offers sophisticated 4D modeling functionalities that allow for detailed segmentation of cardiac structures in just minutes, irrespective of the phase. Users can import 3D structure files from external sources and conveniently export their projects with a single click. In addition, the platform fosters collaboration by enabling multiple users to connect effortlessly with local or remote colleagues throughout the entire process, making it an invaluable resource for healthcare professionals. This collaborative feature not only enhances communication but also ensures that every participant can make meaningful contributions to the project, ultimately improving outcomes in medical practice.

High-quality medical image management functions optimally within a compliant HIPAA structure. Leveraging the advanced Mirror medical interface, alongside a well-organized patient chart system and tailored libraries for various diagnoses and procedures, Mirror PhotoFile establishes a crucial base for capturing medical images. This system guarantees that medical images are consistently accessible while incorporating strong HIPAA security measures. Healthcare organizations depend on Mirror software to meet their medical image management needs effectively. The Mirror consultation app for iPad® combines efficient image-based communication with the convenience of tablet technology. Users can access the comprehensive Mirror database filled with client images and pertinent information from any area within the facility, facilitating a smooth exploration of aesthetic treatment options. Additionally, through a secure, password-protected web portal, clients can privately review their images, proposed treatment plans, and progress updates from their own homes, significantly enhancing their overall experience. This level of accessibility not only benefits clients but also improves workflow efficiency for healthcare providers.

The INFINITT Cardiology Suite is an all-encompassing platform that combines all cardiovascular data into a single interface, which improves the management, analysis, reporting, and submission of images to various registries. It has also been certified by the American College of Cardiology (ACC), validating that version 1.0.8.1 adheres to NCDR standards for the CathPCI Registry® version 5. Designed specifically for cardiology and vascular imaging, this suite operates as an online PACS and reporting tool, and it also supports EKG and nuclear medicine applications. It can function autonomously or integrate smoothly with INFINITT PACS, facilitating the consolidation of data for electronic health records (EHR). Users benefit from the ability to customize report templates that work with Dragon Dictation, enhancing flexibility and productivity. Moreover, the suite provides a range of both basic and advanced measurement tools for various cardiac procedures, including echocardiography, non-invasive vascular imaging, EKG, nuclear medicine, and cardiac catheterization studies. Its advanced report generation features allow for the automatic entry of measurements and interpretations, which cuts down on transcription costs and streamlines workflow. Such integration not only improves operational efficiency but also leads to better patient outcomes through swift access to extensive data. This capability makes the INFINITT Cardiology Suite an essential asset for healthcare providers in the cardiology field.

Silhouette® provides a wide array of imaging tools, three-dimensional measurement capabilities, and documentation solutions specifically aimed at soft tissue and skin lesions, including wounds. This system is FDA cleared and complies with HIPAA regulations, while also offering seamless integration with electronic medical records. Notably, it is designed for both clinical trials and regular clinical practices, featuring a selection of devices to meet various user needs across the continuum of care. Users can opt for either wired or wireless 3D imaging devices and mobile applications, allowing for tailored solutions that fit different settings and preferences. This cutting-edge platform streamlines the processes of image capture, depth measurement, data analysis, and reporting, all within a secure and user-friendly interface. The centralized database, SilhouetteCentral, empowers multidisciplinary care teams and risk managers to access and analyze data promptly and securely, regardless of their location. By providing high precision and consistency in data collection, Silhouette® greatly reduces the risks tied to errors in medical documentation, ultimately improving the standard of care delivered to patients. Additionally, this reliability in data allows healthcare professionals to make well-informed treatment decisions, fostering a more effective healthcare environment.

Digimizer is a user-friendly and adaptable software tool for image analysis, enabling both accurate manual measurements and automatic detection of objects based on their characteristics. This versatile program supports a variety of image types, including X-rays and micrographs, and accommodates multiple file formats such as JPG, GIF, and TIFF. Users have the ability to rotate or flip images as needed, and they can fine-tune the brightness and contrast to enhance visibility. Additionally, a wide range of filters is available for further image processing, allowing for greater customization and analysis flexibility. Overall, Digimizer is a comprehensive solution for anyone needing advanced image analysis capabilities.

The Acuo VNA image management system integrates all imaging data across an organization into a single repository, facilitating smooth interactions with essential IT systems such as EMR. By utilizing standard data formats, the Acuo VNA empowers healthcare organizations with genuine ownership of both DICOM and non-DICOM imaging data. With Acuo healthcare software, your imaging platform is designed to be highly scalable and adaptable to evolving needs. The innovative multi-tiered VNA Database Architecture implemented by Acuo maintains a comprehensive record of image ownership, enabling seamless movement of images among hospitals during mergers, acquisitions, and the adoption of new business models. This unique VNA solution allows for centralized image management while still accommodating the specific workflows and data ownership requirements of individual departments. Additionally, Acuo offers varied deployment options, including hybrid, cloud-based, and on-site solutions, catering to diverse organizational preferences. Overall, the Acuo VNA stands out as a versatile choice for modern healthcare imaging needs.

Healthcare professionals are able to access a thorough history of medical images, which encompasses both DICOM and non-DICOM formats, through a radiology PACS or VNA. This capability extends to various specialties, including dermatology, surgery, and radiation oncology. NilRead is an advanced diagnostic viewer that is certified with FDA 510(k), CE marking, and CE clearance. It supports diagnostic assessment for mammography, digital breast tomosynthesis, and offers 3D rendering as well as curvilinear reformatting capabilities. The extensive visualization toolsets and features of NilRead facilitate comprehensive workflows tailored for specialty readers and radiologists alike. Additionally, it incorporates rules-based protocols and specified user permissions to enhance functionality. Users can take advantage of multi-monitor setups for improved viewing experiences. Furthermore, the platform includes cross-enterprise image communication and sharing tools that foster physician collaboration, enable remote diagnosis, and facilitate obtaining second opinions. This ensures that users can securely share study links with colleagues and peers, promoting real-time interactive collaboration for enhanced patient care. Ultimately, the integration of these features significantly streamlines the diagnostic process.

PACSgear is a comprehensive solution designed to facilitate the sharing of essential medical images among your team, facility, or throughout your entire health system. It seamlessly integrates with your EMR, VNA, and PACS, enhancing connectivity. With PACSgear, you can swiftly share critical information across various departments and specialties including radiology, cardiology, emergency medicine, dermatology, gastroenterology, and orthopedics. This promotes effective collaboration and ensures a holistic view of all patient images, empowering clinicians to make informed diagnoses and decisions regarding patient care. As an enterprise-class image capture solution, PACSgear is highly scalable, accommodating the needs of any healthcare organization, whether it's a small facility or a large, complex institution. You can initiate your journey with a single PACSgear module tailored for one department and progressively incorporate additional applications as your needs evolve, ensuring that your healthcare delivery remains efficient and responsive. This flexibility makes PACSgear an optimal choice for organizations looking to enhance their image sharing capabilities while adapting to future demands.

The D2P® software, which has received FDA clearance, works seamlessly with 3D Systems printers to enable healthcare professionals such as surgeons, radiologists, lab technicians, and device designers to create high-quality 3D models and physical prints for diagnostic purposes efficiently. By allowing users to import DICOM images directly into its standalone modular software, D2P simplifies the process of 3D model segmentation and preparation, all from a single workstation. As a medical device, this software not only aids in surgical planning but also facilitates the production of 3D-printed anatomical models for diagnostic applications. Its advanced image segmentation toolkit, coupled with immersive virtual reality (VR) visualization, minimizes the time and resources necessary for clinicians and point-of-care (POC) personnel to generate tailored anatomical models for their patients. In addition, the digital models produced through D2P are compatible with a variety of platforms like 3D printers, VR systems, surgical planning tools, and CAD software, which greatly enhances the adaptability and efficiency of medical practices. This cutting-edge methodology not only streamlines surgical preparations but also promotes teamwork among healthcare providers by equipping them with accurate and easily accessible anatomical representations, ultimately leading to improved patient outcomes. By bridging technology and medicine, D2P serves as a vital resource in advancing the capabilities of modern healthcare.

Materialise Mimics is a comprehensive software solution designed to convert medical imaging data into accurate 3D models, which can be utilized for various applications including the development of custom devices and in-depth anatomical research. The software features a wide range of tools that facilitate the planning, design, and 3D printing of models and surgical guides, catering to varying degrees of complexity and ensuring readiness for clinical use. At the heart of this platform lies Mimics Core, an advanced software dedicated to 3D medical image segmentation that seamlessly transitions from image acquisition to the production of 3D models. This capability supports virtual procedure planning and significantly enhances the platform's overall effectiveness. Furthermore, the Mimics Innovation Suite broadens the platform's functionalities by providing enhanced resources tailored for engineers and researchers. By making the interaction with 3D medical imaging data more straightforward, it serves as a vital resource for enhancing patient care through innovative technological solutions. In conclusion, this software not only connects cutting-edge imaging techniques with practical medical implementations but also fosters advancements in the healthcare industry by enabling better decision-making and improved surgical outcomes.

MiNNOVAA is a company focused on advancing medical information technology, particularly in medical imaging software and the sharing of medical images. Emphasizing "medical imaging innovation," we distinguish ourselves through agility and cutting-edge technology in the development of our solutions. Our primary focus areas include creating medical image viewers, optimizing radiology workflows, and integrating artificial intelligence into diagnostic reporting. Our dynamic team consists of approximately 20 talented programmers and product managers, along with experts in marketing, sales, technical support, call center operations, and administration, all committed to initiating significant changes in medical imaging and improving healthcare experiences for individuals. We provide a holistic clinical imaging IT solution specifically designed for mid-sized hospitals and imaging clinics, offering a comprehensive suite of features such as core PACS software on-premise, a DICOM web viewer, multi-platform imaging workstation software, seamless integration with EHR/EMR/HIS systems, and a robust workflow engine/RIS. Our dedication to innovation and all-encompassing solutions ultimately seeks to transform the approach and application of medical imaging within healthcare environments. By continuously evolving our offerings, we aim to not only meet current needs but also anticipate future advancements in healthcare technology.

Apollo Medical Imaging Technology is an innovative software firm dedicated to improving medical imaging through cutting-edge image processing solutions designed for both clinical settings and research applications. Their flagship product, MIStar, is distinguished by its affordability and user-friendly interface, incorporating a vast array of advanced features and adaptable cross-modality solutions that meet the requirements of both clinicians and original equipment manufacturers. MIStar effectively supports multiple imaging modalities such as CT, MR, NM, and PET, and includes specialized components like CT Perfusion for analyzing strokes and tumors, DSC-MRI for stroke evaluations, and DCE-MRI for tumor diagnostics, along with DWI & ADC and DTI Fiber Tractography for comprehensive assessments. Furthermore, it features NM Renogram Analysis and Image Fusion functionalities, enhancing its utility as a holistic medical imaging tool. The software also guarantees efficient data handling and image input through DICOM networking, paired with a user-friendly clinical database that simplifies the anonymization and archiving of sensitive patient information. This comprehensive suite of capabilities establishes MIStar as an indispensable resource in contemporary medical imaging practices, making it a go-to solution for healthcare professionals striving for excellence in patient care and research.

Caas MR 4D Flow is designed to streamline the extraction of essential data from 3D phase-contrast MR images with remarkable efficiency. By leveraging these sophisticated images, it offers two cutting-edge 4D Flow modules that enable thorough flow analysis, which is crucial for evaluating and interpreting cardiovascular MR images, as well as for planning the timing and type of interventions. One module is dedicated to analyzing blood vessels, from major arteries like the aorta to smaller renal vessels, while the other focuses on heart valves and their regurgitation fractions. Key outputs include the visualization of aortic blood flow through streamlines, pathlines, and color-coded vectors; an in-depth mapping of wall shear stress along with localized shear stress values; assessments of pressure differentials across specific segments; and a comprehensive visualization and quantification of regurgitant fractions across all four heart valves, in addition to performing 2D flow phase-contrast analyses. This multifaceted approach not only deepens the understanding of cardiovascular dynamics but also significantly supports clinicians in making well-informed decisions regarding patient management, ultimately enhancing the quality of care delivered. Therefore, the integration of these advanced modules marks a significant advancement in cardiovascular imaging technology.

NeuroQ distinguishes itself as a leading software solution for brain imaging analysis, providing an essential diagnostic tool that is versatile across multiple modalities and clinical settings. This all-encompassing application accommodates a variety of imaging methods such as FDG, Amyloid, SPECT, DaTscan, and Epilepsy, which significantly improves diagnostic accuracy when distinguishing between different medical conditions. Recognized as one of the most widely used quantitative tools in the nuanced diagnosis of dementia, NeuroQ goes beyond mere visual assessments, delivering vital and objective diagnostic insights. Its capability to evaluate metabolic levels in more than 240 predefined brain regions, in comparison to a normative database, enables the quantification of abnormalities and their statistical relevance. Tailored for analyzing human brain scans, NeuroQ meticulously computes mean pixel values within defined areas of interest, facilitating thorough comparisons with other brain images. This process ultimately aids in enhancing patient outcomes, making the software an indispensable resource for clinicians who require trustworthy data to guide their diagnostic and treatment strategies. Furthermore, by integrating cutting-edge technology with user-friendly features, NeuroQ empowers healthcare professionals to make informed decisions with confidence.

INFINITY ANALYZE 7 is a highly intuitive software solution designed for the management of cameras, image capture, and processing within life science, clinical, and industrial research environments. It supports both brightfield and fluorescence imaging, ensuring that the results are accurate, reproducible, and of exceptional quality. The software includes a multitude of features such as image processing, fluorescence acquisition, calibration options, customizable presets, annotations, and comprehensive camera controls. Users can perform various tasks including focus stacking, image stitching, and a wide range of post-processing techniques on their captured images. The fluorescence capabilities enable both multi-channel and single-channel image acquisition, making it easy to generate composite images from sequences. Enhanced workflow efficiency is facilitated by user-defined button labels and hotkeys, which allow for quick access to presets when switching between microscope objectives. Furthermore, users have the ability to add annotations like lines, arrows, and shapes to highlight particular areas of interest in their images, thereby enhancing the presentation of visual data. This extensive functionality positions INFINITY ANALYZE 7 as an indispensable resource for researchers who require meticulous and systematic imaging solutions, ultimately contributing to more effective data analysis and interpretation in their work.

Riverain Technologies has introduced ClearRead Xray, a collection of five FDA-cleared applications designed to enhance the efficiency and accuracy of chest X-ray interpretation in medical facilities without requiring additional equipment, procedures, or radiation exposure. This cutting-edge platform employs advanced suppression technology to provide a clearer perspective of the chest, which plays a crucial role in the rapid and accurate detection of cardiothoracic issues. Key features include the production of bone-suppressed images that improve visualization, the identification of potential lung cancer nodules, reduced time for reading portable X-rays, automatic comparisons with prior scans to highlight changes, and seamless compatibility with various imaging devices and protocols throughout the healthcare network. Furthermore, the ClearRead Xray Bone Suppress feature significantly improves the visibility of soft tissues by reducing the prominence of bone structures in digital images, aiding radiologists in detecting nodules that might have been overlooked. This holistic strategy not only enhances diagnostic accuracy but also optimizes workflow in high-paced medical settings, ultimately contributing to better patient outcomes and more efficient care delivery. As a result, healthcare professionals can focus more on patient care while relying on advanced technology to support their diagnostic efforts.